Format of Search CV parameters

[anuprulez]

As reported by one of our students, the tabular dataset returned by the search CV tool is populating the list differently as documented earlier in many ML tutorials. Do we know what needs to be changed in the tool parameter selection to make the search CV tool run? I remember we used to get a list of all hyperparameters and then we could select those whose values need to be optimized.

I tried a few ways to make it work - by changing tool's version, using different options in Choose a parameter name (with current value) but the jobs are failing. Do you know what should be the correct setting, then I will update the tutorials accordingly. I am not sure if this is a bug or it has been formatted like this (above image).

The hyperparameters were listed previously as:

.

link to the history: https://usegalaxy.eu/u/kumara/h/age-prediction

It could be related to the method here:

Galaxy-ML/galaxy_ml/utils.py

Line 456 in d662fc5

def get_search_params(estimator):

I think parameters should be listed that currently do not

ping @qiagu Any ideas/hint how to fix this?

Thanks a lot!